Weitere Bücher, die Sie mögen werden

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  Data Scaling and Normalization -...

  Chuck Sherman

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  "Data Scaling and Normalization: A Comprehensive Guide to Enhancing Data Quality and Model Performance" offers an in-depth exploration of the crucial techniques used in preprocessing data to enhance the quality of machine learning models. Designed for data scientists, machine learning engineers, and analysts, this book provides a clear and comprehensive understanding of how scaling and normalization techniques impact model accuracy, efficiency, and interpretability. 
  Inside, you'll find detailed explanations of the core concepts of data scaling and normalization, including Min-Max scaling, Z-score normalization, robust scaling, and more. The book covers when and how to apply these techniques to various types of data, from numerical to categorical, and explores their role in improving model convergence, reducing biases, and enhancing generalization. 
  Key topics include:The importance of data scaling and normalization in preparing data for machine learning modelsPractical applications of scaling and normalization methods across different machine learning algorithmsReal-world examples and case studies showcasing the impact on model performanceAdvanced techniques and considerations for scaling complex datasetsBest practices for ensuring data quality through preprocessing 
  With step-by-step guidance, code examples, and expert insights, this book is an essential resource for anyone looking to master data preprocessing and take their machine learning models to the next level.  
  This comprehensive guide will help you understand the nuances of scaling and normalization and how they directly affect the success of your machine learning projects. 
   

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  Hybrid Cars - The Motive Power...

  Owen Jones

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  Hybrid cars, and indeed, all electric vehicles are playing a rôle in the salvation of the planet’s eco-system. At least, in respect to the world supporting human life. However, hybrid cars will one day be replaced by vehicles that use no irreplaceable energy at at all, once the technology is there. It is likely that there will be at least two such power sources in the near future: electricity and hydrogen – but who knows what else will be available? 
  Hybrid and electric cars are revolutionizing the automotive landscape, offering a myriad of advantages that extend beyond the traditional internal combustion engine. One of the primary benefits is environmental sustainability. Electric cars produce zero tailpipe emissions, significantly reducing air pollution and carbon footprint. As the world grapples with climate change, the shift towards electric vehicles is a crucial step in mitigating environmental impact. 
  Furthermore, these vehicles contribute to energy efficiency. Hybrid cars combine an internal combustion engine with an electric motor, optimizing fuel consumption and reducing reliance on fossil fuels. Electric cars, relying solely on electric power, boast high energy efficiency and cost savings over time. With advancements in battery technology, electric cars now offer extended ranges and faster charging times, addressing concerns about range anxiety. 
  Beyond environmental and economic advantages, hybrid and electric cars provide a smoother and quieter driving experience. The instant torque delivery in electric motors enhances acceleration, making these vehicles not only eco-friendly but also performance-oriented. As governments worldwide incentivise the adoption of cleaner technologies, the advantages of hybrid and electric cars position them as the driving force in the future of sustainable and efficient transportation.

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  Hypnosis for Procrastination -...

  James Mesmer

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  Human nature is the minimum level of Procrastination. However, others struggle to find ways to help his mind get rid of Procrastination. It steadily but slowly evolves into a mental disorder. A simple postponement characterizes this condition due to a starting problem or uncertainty as to how to finish it. 
  Time to STOP Procrastination! 
  Would you like the POWER to inspire you? 
  Doing all the stuff you think you're going to do? 
  You should, of course! 
  Why wouldn't do that? 
  Let's face it... even the most popular people in the world are procrastinating. So, what do they do differently from me and you? 
  Okay, to be honest, not a lot! 
  They're procrastinating about unimportant stuff, though. That is the difference! We average men, without hard-core self-discipline. We prefer to place things that are important to us. 
  And because of that, we're still in a constant war with ourselves. Never step forward in your career. Or at least not as fast as we should. 
  What You Will Learn In This Audiobook Hypnosis For ProcrastinationUses Of HypnosisProcrastination— Your Enemy In Life10 Good And Bad Things About ProcrastinationHow To Become OrganizedA Simple Self-Hypnosis Strategy For Procrastination 
  And Many More!

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  Learning Engineering Practice

  James Trevelyan

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  This book explains engineering practice, what engineers actually do in their work. The first part explains how to find paid engineering work and prepare for an engineering career. The second part explains the fundamentals of engineering practice, including how to gain access to technical knowledge, how to gain the willing collaboration of other people to make things happen, and how to work safely in hazardous environments. Other chapters explain engineering aspects of project management missed in most courses, how to create commercial value from engineering work and estimate costs, and how to navigate cultural complexities successfully. Later chapters provide guidance on sustainability, time management and avoiding the most common frustrations encountered by engineers at work. This book has been written for engineering students, graduates and novice engineers. Supervisors, mentors and human resources professionals will also find the book helpful to guide early-career engineers and assess their progress. Engineering schools will find the book helpful to help students prepare for professional internships and also for creating authentic practice and assessment exercises.

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  Real-Time Data and Analytics -...

  Steve Abrams

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  In the fast-paced digital age, the ability to harness real-time data and analytics can significantly enhance decision-making processes and elevate user engagement. "Real-Time Data and Analytics: Enhancing Decision-Making and User Engagement" is a comprehensive guide that delves into the transformative power of real-time data, offering insights and practical strategies for leveraging this technology to drive business success. 
  Key topics include:Technological Foundations: Discover the essential tools and platforms for real-time data streaming and analytics, and understand the benefits and trade-offs between cloud-based and on-premises solutions.Analytics Techniques and Models: Explore various analytics techniques, including descriptive, predictive, and prescriptive analytics, and how they can be applied in real-time contexts.Use Cases Across Industries: See real-world applications of real-time analytics in finance, healthcare, retail, manufacturing, and media, illustrating how diverse industries benefit from this technology.Data Privacy and Security: Address the critical aspects of protecting real-time data and ensuring compliance with relevant regulations.Future Trends: Stay ahead of the curve with insights into emerging trends in AI, machine learning, IoT, and edge computing that are shaping the future of real-time data analytics. 
  Packed with expert insights, practical advice, and case studies, "Real-Time Data and Analytics: Enhancing Decision-Making and User Engagement" is an essential resource for data professionals, business leaders, and anyone looking to unlock the full potential of real-time data. Whether you are just starting your journey or looking to refine your existing strategies, this book provides the knowledge and tools needed to thrive in the age of real-time information.

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  When AI Rules the World - China...

  Handel Jones

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  As China rises to true superpower status, the United States must take immediate action to catch up in AI capabilities—or facefall disastrously behind technologically, economically, and militarily. 
   
   
   
  Over the past decade, China has quietly and methodically moved into a near-leadership position in artificial intelligence technologies on a global scale. Meanwhile, the United States has responded ineffectively, weighed down by politics, bureaucracy, and an absence of clear strategy. 
   
   
   
  In the near future, wars will be fought not over land, but over data. Machines will quickly discover individualized treatments for diseases, and with the help of virtual reality, AI will inspect buildings that have not yet been built. With the rising interest in these technologies by both China and the US, who will emerge as the victor of this technological race? 
   
   
   
  When AI Rules the World is an investigation and call to action into AI technologies for a nation that does not yet comprehend the full gravity of the AI revolution. The United States is losing the race for AI dominance, and the stakes couldn't be higher.

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